在创伤麻醉中实时,人工智能引导的手术内复苏和流体管理
Madeline Holt1, Akash Shanmugam1, Andrew M Bishara1,2
1Department of Anesthesia and Perioperative Care.
Current opinion in anaesthesiology
|February 13, 2026
概括
创伤复苏正在转向使用人工智能的精确指导策略. 先进的监测和人工智能集成有望提高手术内流体和输血治疗的时间,组成和安全性,以获得更好的患者结果.
科学领域:
- 创伤外科 手术 创伤外科
- 复苏医学 复苏医学 复苏医学
- 医疗人工智能 医疗人工智能
背景情况:
- 在创伤外科手术中的术内复苏需要精确的液体和输血管理.
- 目前的策略平衡了输血比率和值,但显示出结果的变化.
- 新兴技术旨在解决创伤护理中的精度差距.
研究的目的:
- 综合近期在创伤外科手术中术内复苏的进展.
- 为了确定创伤复苏精度的新兴方向.
- 突出人工智能和机器学习在未来创伤护理中的作用.
主要方法:
- 对过去5年的主要试验进行审查,重点关注液体组成和输血.
- 对潜在证据和复苏策略的现实世界表现的分析.
- 评估早期的机器学习模型和用于生理监测的护理点系统.
主要成果:
- 精确的证据,以达到平衡的输血比率和限制性值.
- 观察到从晶状体转向生理学导向和静血策略的转变.
- 机器学习模型在准确预测出血和液体响应方面表现有前途.
结论:
- 创伤复苏正在从基于协议的方法发展到精确引导的方法.
- 由于结果的可变性,个性化,数据驱动的复苏至关重要.
- 未来的进步取决于人工智能集成的工作流程,以加强手术内治疗.
更多相关视频
06:37Multispectral Real-time Fluorescence Imaging for Intraoperative Detection of the Sentinel Lymph Node in Gynecologic Oncology
Published on: October 20, 2010
23.8K
06:37Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
Published on: December 15, 2023
5.5K
相关概念视频
Cardiopulmonary Resuscitation IV: Pharmacological Management
900
Pharmacologic intervention is crucial in treating cardiac arrest patients during ACLS or Advanced Cardiovascular Life Support. The ACLS algorithms guide the administration of specific drugs based on the patient's cardiac arrest rhythm, which includes pulseless ventricular tachycardia (VT), ventricular fibrillation (VF), asystole, and pulseless electrical activity (PEA).EpinephrineIndication: Epinephrine is the first-line drug for all cardiac arrest rhythms.Mechanism of Action: Epinephrine...
900
Cardiopulmonary Resuscitation II: ACLS Airway Management
707
Airway management is a key skill in emergency and critical care settings, as maintaining a clear airway is essential for adequate oxygenation and ventilation.Head Tilt-Chin Lift TechniqueThe head tilt-chin lift maneuver is an essential technique primarily used in patients without suspected cervical spine injuries. To perform this maneuver, one hand is placed on the patient’s forehead, and gentle pressure is applied backward to tilt the head. The fingertips of the other hand are positioned...
707
Cardiopulmonary Resuscitation V: Advanced Airway Management Techniques
604
Airway management is essential in emergency and surgical medicine, ensuring ventilation and oxygenation in patients who cannot maintain their own airway. Clinicians use a range of techniques and devices to secure the airway, depending on the patient’s condition and the clinical context. Key methods include endotracheal intubation, rapid sequence intubation (RSI), supraglottic airway devices, and advanced visualization aids. In cases where these approaches fail, surgical airway...
604
Real Time RT-PCR
65.4K
Real-time reverse transcription-polymerase chain reaction, or Real-time RT-PCR, is an analytical tool used to determine the expression level of target genes. The method involves converting mRNA to complementary DNA with the help of an enzyme known as reverse transcriptase, followed by the PCR amplification of the cDNA. These two processes can be performed simultaneously in a single tube or separately as a two-step reaction.
The real-time quantification of the number of amplified products is...
The real-time quantification of the number of amplified products is...
65.4K
Cardiopulmonary Resuscitation I: Adult
773
Cardiopulmonary resuscitation, or CPR, is a life-saving emergency procedure performed when a person's heart has stopped beating or they are no longer breathing. The foundation of CPR is Basic Life Support (BLS), which focuses on the early recognition of cardiac arrest, the immediate start of high-quality chest compressions, and the timely use of an automated external defibrillator (AED).Assessing Responsiveness and Checking the Carotid PulseWhen approaching an unresponsive person, first ensure...
773
Intelligence
8.8K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.8K
